Does activating auto dependencies have an adverse effect on server or database resources?

Greetings,

I'm wondering if anyone has experience with auto dependencies in NPM, and how it did or did not affect the performance of their system. 

We currently have approximately 25K elements on 10K nodes.   We are using manual dependencies currently, which are painful to maintain and are not at a granular level.   In our test system we turned on auto dependencies for a single site of 100 devices.  We generated 79 dependencies.   My concern is that turning this on in our production system of 10K devices we may adversely affect resources or performance of the system.  

What has been others' experiences?  I appreciate any/all help.

Thank you!

Craig